Comparison among random forest, logistic regression, and existing clinical risk scores for predicting outcomes in patients with atrial fibrillation: A report from the J-RHYTHM registry.
Eiichi WatanabeShunsuke NoyamaKen KiyonoHiroshi InoueHirotsugu AtarashiKen OkumuraTakeshi YamashitaGregory Yoke Hong LipEitaro KodaniHideki OrigasaPublished in: Clinical cardiology (2021)
The RF model performed as well as or better than the LR model or existing clinical risk scores for predicting clinical outcomes of AF.